cs.LG, math.GT, stat.ML

RL unknotter, hard unknots and unknotting number

arXiv:2603.07955v2 Announce Type: replace-cross
Abstract: We develop a reinforcement learning pipeline for simplifying knot diagrams. A trained agent learns move proposals and a value heuristic for navigating Reidemeister moves. The pipeline applies t…